| Title:
|
Multivariate statistical pattern recognition with nonreduced dimensionality (English) |
| Author:
|
Grim, Jiří |
| Language:
|
English |
| Journal:
|
Kybernetika |
| ISSN:
|
0023-5954 |
| Volume:
|
22 |
| Issue:
|
2 |
| Year:
|
1986 |
| Pages:
|
142-157 |
| . |
| Category:
|
math |
| . |
| MSC:
|
62H30 |
| MSC:
|
68T10 |
| idZBL:
|
Zbl 0609.62099 |
| . |
| Date available:
|
2009-09-24T17:52:24Z |
| Last updated:
|
2012-06-05 |
| Stable URL:
|
http://hdl.handle.net/10338.dmlcz/125022 |
| . |
| Reference:
|
[1] L. E. Baum T. Petrie G. Soules, N. Weiss: A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains.Ann. Math. Statist. 41 (1970), 164-171. MR 0287613 |
| Reference:
|
[2] A. P. Dempster N. M. Laird, and D. B. Rubin: Maximum likelihood from incomplete data via the EM algorithm.J. Roy. Statist. Soc. B 39 (1977), 1 - 38. MR 0501537 |
| Reference:
|
[3] J. Grim: An algorithm for maximizing a finite sum of positive functions and its application to cluster analysis.Problems Control Inform. Theory 10 (1981), 427-437. Zbl 0476.65100, MR 0643728 |
| Reference:
|
[4] J. Grim: On numerical evaluation of maximum-likelihood estimates for finite mixtures of distributions.Kybernetika 18 (1982), 173-190. Zbl 0489.62028, MR 0680154 |
| Reference:
|
[5] J. Grim: Application of finite mixtures to multivariate statistical pattern recognition.In: Proceedings of DIANA Conf. held in Liblice near Prague, September 27-October 1, 1982. |
| Reference:
|
[6] J. Grim: Design and optimization of multilevel homogeneous structures for multivariate pattern recognition.In: Proc. Fourth Formator Symposium (J. Beneš, L. Bakule, eds.), Academia, Prague 1983, pp. 223-240. Zbl 0533.62071, MR 0726960 |
| Reference:
|
[7] J. Grim: On structural approximating multivariate discrete probability distributions.Kybernetika 20 (1984), 1-17. Zbl 0547.62034, MR 0741419 |
| Reference:
|
[8] S. Kullback: Information Theory and Statistics.Dover, New York 1968. MR 1461541 |
| Reference:
|
[9] M. A. G. Mattoso Maia, M. C. Fairhurst: On the use of I-divergence for generating distribution approximations.IEEE Trans. Pattern Anal, and Mach. Intel. PAMI-5 (1983), 661-664. Zbl 0527.62027 |
| Reference:
|
[10] R. A. Redner, H. F. Walker: Mixture densities, maximum likelihood and the EM algorithm.SIAM Review 26 (1984), 195-239. Zbl 0536.62021, MR 0738930 |
| Reference:
|
[11] M. I. Shlezinger: Relation between learning and self-learning in pattern recognition.(in Russian). Kibernetika (Kiev) (1968), 2, 81-88. |
| Reference:
|
[12] C. F. J. Wu: On the convergence properties of the EM algorithm.Ann. Statist. 11 (1983), 95-103. Zbl 0517.62035, MR 0684867 |
| . |
